year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
Yanbei Jiang; Yihao Ding; Chao Lei; Jiayang Ao; Jey Han Lau; Krista A. Ehinger
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.2/
acl2025.csv
2,025
ACL
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
Guhao Feng; Kai Yang; Yuntian Gu; Xinyue Ai; Shengjie Luo; Jiacheng Sun; Di He; Zhenguo Li; Liwei Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.3/
acl2025.csv
2,025
ACL
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts
Zeliang Zhang; Xiaodong Liu; Hao Cheng; Chenliang Xu; Jianfeng Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.4/
acl2025.csv
2,025
ACL
A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation
Dongshuo Liu; Zhijing Wu; Dandan Song; Heyan Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.5/
acl2025.csv
2,025
ACL
Exploring In-Image Machine Translation with Real-World Background
Yanzhi Tian; Zeming Liu; Zhengyang Liu; Yuhang Guo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.6/
acl2025.csv
2,025
ACL
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
Wei Li; Lujun Li; Mark G. Lee; Shengjie Sun; Lei Zhang; Wei Xue; Yike Guo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.7/
acl2025.csv
2,025
ACL
GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval
Lingyuan Liu; Mengxiang Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.8/
acl2025.csv
2,025
ACL
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion
Lingyuan Liu; Mengxiang Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.9/
acl2025.csv
2,025
ACL
Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification
Alexander Shvets
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.10/
acl2025.csv
2,025
ACL
Multi-Prompting Decoder Helps Better Language Understanding
Zifeng Cheng; Zhaoling Chen; Zhiwei Jiang; Yafeng Yin; Cong Wang; Shiping Ge; Qing Gu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.11/
acl2025.csv
2,025
ACL
Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction
Sam O’Connor Russell; Naomi Harte
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.12/
acl2025.csv
2,025
ACL
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
Bingxiang He; Ning Ding; Cheng Qian; Jia Deng; Ganqu Cui; Lifan Yuan; Haiwen Hong; Huan-ang Gao; Longtao Huang; Hui Xue; Huimin Chen; Zhiyuan Liu; Maosong Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.13/
acl2025.csv
2,025
ACL
MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset
Jie Zhu; Junhui Li; Yalong Wen; Xiandong Li; Lifan Guo; Feng Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.14/
acl2025.csv
2,025
ACL
ODDA: An OODA-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction
Yijie Zhong; Yunfan Gao; Xiaolian Zhang; Haofen Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.15/
acl2025.csv
2,025
ACL
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
Luca Cagliero; Lorenzo Vaiani; Eliana Pastor; Alkis Koudounas; Elena Baralis; Vittorio Mazzia; Sandro Pollastrini; Thomas Gueudre; Manuel Giollo; Daniele Amberti; Yue Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.16/
acl2025.csv
2,025
ACL
Entity Framing and Role Portrayal in the News
Tarek Mahmoud; Zhuohan Xie; Dimitar Iliyanov Dimitrov; Nikolaos Nikolaidis; Purificação Silvano; Roman Yangarber; Shivam Sharma; Elisa Sartori; Nicolas Stefanovitch; Giovanni Da San Martino; Jakub Piskorski; Preslav Nakov
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.17/
acl2025.csv
2,025
ACL
Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning
Guangya Wan; Yuqi Wu; Hao Wang; Shengming Zhao; Jie Chen; Sheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.18/
acl2025.csv
2,025
ACL
Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024
Yiming Li; Zhao Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.19/
acl2025.csv
2,025
ACL
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents
Wenyu Tao; Xiaofen Xing; Yirong Chen; Linyi Huang; Xiangmin Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.20/
acl2025.csv
2,025
ACL
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution
Qiang Ding; Lvzhou Luo; Yixuan Cao; Ping Luo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.21/
acl2025.csv
2,025
ACL
ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues
Yikuan Hu; Chen Huang; Wenqiang Lei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.22/
acl2025.csv
2,025
ACL
Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks
Chen Xiong; Xiangyu Qi; Pin-Yu Chen; Tsung-Yi Ho
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.23/
acl2025.csv
2,025
ACL
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction
Jessica Lin; Amir Zeldes
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.24/
acl2025.csv
2,025
ACL
Verifying the Steps of Deductive Reasoning Chains
Zacchary Sadeddine; Fabian M. Suchanek
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.25/
acl2025.csv
2,025
ACL
Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations
Pardis Sadat Zahraei; Ali Emami
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.26/
acl2025.csv
2,025
ACL
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
Benjamin C. Warner; Ziqi Xu; Simon Haroutounian; Thomas Kannampallil; Chenyang Lu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.27/
acl2025.csv
2,025
ACL
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
Runchu Tian; Yanghao Li; Yuepeng Fu; Siyang Deng; Qinyu Luo; Cheng Qian; Shuo Wang; Xin Cong; Zhong Zhang; Yesai Wu; Yankai Lin; Huadong Wang; Xiaojiang Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.28/
acl2025.csv
2,025
ACL
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs
Razvan-Gabriel Dumitru; Vikas Yadav; Rishabh Maheshwary; Paul Ioan Clotan; Sathwik Tejaswi Madhusudhan; Mihai Surdeanu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.29/
acl2025.csv
2,025
ACL
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited
Kazuki Irie
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.30/
acl2025.csv
2,025
ACL
CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation
Guofeng Cui; Pichao Wang; Yang Liu; Zemian Ke; Zhu Liu; Vimal Bhat
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.31/
acl2025.csv
2,025
ACL
Talking Point based Ideological Discourse Analysis in News Events
Nishanth Sridhar Nakshatri; Nikhil Mehta; Siyi Liu; Sihao Chen; Daniel Hopkins; Dan Roth; Dan Goldwasser
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.32/
acl2025.csv
2,025
ACL
FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference
Runheng Liu; Xingchen Xiao; Heyan Huang; Zewen Chi; Zhijing Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.33/
acl2025.csv
2,025
ACL
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
Guangya Yu; Yanhao Li; Zongying Jiang; Yuxiong Jin; Li Dai; Yupian Lin; Ruihui Hou; Weiyan Zhang; Yongqi Fan; Qi Ye; Jingping Liu; Tong Ruan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.34/
acl2025.csv
2,025
ACL
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
Liyu Zhang; Weiqi Wang; Tianqing Fang; Yangqiu Song
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.35/
acl2025.csv
2,025
ACL
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
ChengAo Shen; Zhengzhang Chen; Dongsheng Luo; Dongkuan Xu; Haifeng Chen; Jingchao Ni
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.36/
acl2025.csv
2,025
ACL
PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning
Yaxun Dai; Haiqin Yang; Mou Hao; Pingfu Chao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.37/
acl2025.csv
2,025
ACL
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks
Yuntai Bao; Xuhong Zhang; Tianyu Du; Xinkui Zhao; Zhengwen Feng; Hao Peng; Jianwei Yin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.38/
acl2025.csv
2,025
ACL
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization
Hritik Bansal; Ashima Suvarna; Gantavya Bhatt; Nanyun Peng; Kai-Wei Chang; Aditya Grover
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.39/
acl2025.csv
2,025
ACL
TestAgent: An Adaptive and Intelligent Expert for Human Assessment
Junhao Yu; Yan Zhuang; Yuxuan Sun; Weibo Gao; Qi Liu; Mingyue Cheng; Zhenya Huang; Enhong Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.40/
acl2025.csv
2,025
ACL
SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment
Quan Ze Chen; Kevin Feng; Chan Young Park; Amy X Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.41/
acl2025.csv
2,025
ACL
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning
Kushal Jain; Moritz Miller; Niket Tandon; Kumar Shridhar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.42/
acl2025.csv
2,025
ACL
Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification
Wei Xiang; Chuanhong Zhan; Qing Zhang; Bang Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.43/
acl2025.csv
2,025
ACL
CoinMath: Harnessing the Power of Coding Instruction for Math LLM
Chengwei Wei; Bin Wang; Jung-jae Kim; Guimei Liu; Nancy F. Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.44/
acl2025.csv
2,025
ACL
Profiling News Media for Factuality and Bias Using LLMs and the Fact-Checking Methodology of Human Experts
Zain Muhammad Mujahid; Dilshod Azizov; Maha Tufail Agro; Preslav Nakov
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.45/
acl2025.csv
2,025
ACL
Structured Discourse Representation for Factual Consistency Verification
Kun Zhang; Oana Balalau; Ioana Manolescu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.46/
acl2025.csv
2,025
ACL
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs
Chuyi Kong; Ziyang Luo; Hongzhan Lin; Zhiyuan Fan; Yaxin Fan; Yuxi Sun; Jing Ma
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.47/
acl2025.csv
2,025
ACL
Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation
Luke Gessler; Alexis Palmer; Katharina Von Der Wense
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.48/
acl2025.csv
2,025
ACL
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
Juntao Tan; Liangwei Yang; Zuxin Liu; Zhiwei Liu; Rithesh R N; Tulika Manoj Awalgaonkar; Jianguo Zhang; Weiran Yao; Ming Zhu; Shirley Kokane; Silvio Savarese; Huan Wang; Caiming Xiong; Shelby Heinecke
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.49/
acl2025.csv
2,025
ACL
Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning
Simret A Gebreegziabher; Kuangshi Ai; Zheng Zhang; Elena Glassman; Toby Jia-Jun Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.50/
acl2025.csv
2,025
ACL
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study
Eric Modesitt; Ke Yang; Spencer Hulsey; Xin Liu; ChengXiang Zhai; Volodymyr Kindratenko
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.51/
acl2025.csv
2,025
ACL
Serial Position Effects of Large Language Models
Xiaobo Guo; Soroush Vosoughi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.52/
acl2025.csv
2,025
ACL
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation
Zhiyin Yu; Chao Zheng; Chong Chen; Xian-Sheng Hua; Xiao Luo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.53/
acl2025.csv
2,025
ACL
Can Large Language Models Address Open-Target Stance Detection?
Abu Ubaida Akash; Ahmed Fahmy; Amine Trabelsi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.54/
acl2025.csv
2,025
ACL
Improve Language Model and Brain Alignment via Associative Memory
Congchi Yin; Yongpeng Zhang; Xuyun Wen; Piji Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.55/
acl2025.csv
2,025
ACL
Towards Reliable Large Audio Language Model
Ziyang Ma; Xiquan Li; Yakun Song; Wenxi Chen; Chenpeng Du; Jian Wu; Yuanzhe Chen; Zhuo Chen; Yuping Wang; Yuxuan Wang; Xie Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.56/
acl2025.csv
2,025
ACL
Large Vocabulary Size Improves Large Language Models
Sho Takase; Ryokan Ri; Shun Kiyono; Takuya Kato
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.57/
acl2025.csv
2,025
ACL
MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles
Zihan Wang; Xiaocui Yang; YongKang Liu; Shi Feng; Daling Wang; Yifei Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.58/
acl2025.csv
2,025
ACL
Machine Translation Models are Zero-Shot Detectors of Translation Direction
Michelle Wastl; Jannis Vamvas; Rico Sennrich
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.59/
acl2025.csv
2,025
ACL
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
Jerry Huang; Prasanna Parthasarathi; Mehdi Rezagholizadeh; Boxing Chen; Sarath Chandar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.60/
acl2025.csv
2,025
ACL
GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation
Jie He; Jennifer Neville; Mengting Wan; Longqi Yang; Hui Liu; Xiaofeng Xu; Xia Song; Jeff Z. Pan; Pei Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.61/
acl2025.csv
2,025
ACL
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution
Chengxing Xie; Bowen Li; Chang Gao; He Du; Wai Lam; Difan Zou; Kai Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.62/
acl2025.csv
2,025
ACL
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models
Zixuan Wu; Yoolim Kim; Carolyn Jane Anderson
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.63/
acl2025.csv
2,025
ACL
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
Qianli Wang; Nils Feldhus; Simon Ostermann; Luis Felipe Villa-Arenas; Sebastian Möller; Vera Schmitt
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.64/
acl2025.csv
2,025
ACL
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs
Guocong Li; Weize Liu; Yihang Wu; Ping Wang; Shuaihan Huang; Hongxia Xu; Jian Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.65/
acl2025.csv
2,025
ACL
Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models
Di Wu; Xin Lu; Yanyan Zhao; Bing Qin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.66/
acl2025.csv
2,025
ACL
Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents
Rongwu Xu; Xiaojian Li; Shuo Chen; Wei Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.67/
acl2025.csv
2,025
ACL
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning
Dacao Zhang; Kun Zhang; Shimao Chu; Le Wu; Xin Li; Si Wei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.68/
acl2025.csv
2,025
ACL
Lunar Twins: We Choose to Go to the Moon with Large Language Models
Xin-Yu Xiao; Yalei Liu; Xiangyu Liu; Zengrui Li; Erwei Yin; Qianchen Xia
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.69/
acl2025.csv
2,025
ACL
SPHERE: An Evaluation Card for Human-AI Systems
Dora Zhao; Qianou Ma; Xinran Zhao; Chenglei Si; Chenyang Yang; Ryan Louie; Ehud Reiter; Diyi Yang; Tongshuang Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.70/
acl2025.csv
2,025
ACL
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
Maximillian Chen; Ruoxi Sun; Sercan O Arik
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.71/
acl2025.csv
2,025
ACL
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
Haochen Liu; Song Wang; Chen Chen; Jundong Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.72/
acl2025.csv
2,025
ACL
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging
Huaizhi Qu; Xinyu Zhao; Jie Peng; Kwonjoon Lee; Behzad Dariush; Tianlong Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.73/
acl2025.csv
2,025
ACL
AQuAECHR: Attributed Question Answering for European Court of Human Rights
Korbinian Q. Weidinger; Santosh T.y.s.s; Oana Ichim; Matthias Grabmair
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.74/
acl2025.csv
2,025
ACL
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
Yuhao Zhang; Xiangnan Ma; Kaiqi Kou; Peizhuo Liu; Weiqiao Shan; Benyou Wang; Tong Xiao; Yuxin Huang; Zhengtao Yu; JingBo Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.75/
acl2025.csv
2,025
ACL
Ponder & Press: Advancing Visual GUI Agent towards General Computer Control
Yiqin Wang; Haoji Zhang; Jingqi Tian; Yansong Tang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.76/
acl2025.csv
2,025
ACL
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
Jiayi Gui; Yiming Liu; Jiale Cheng; Xiaotao Gu; Xiao Liu; Hongning Wang; Yuxiao Dong; Jie Tang; Minlie Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.77/
acl2025.csv
2,025
ACL
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
Jiarui Ji; Runlin Lei; Jialing Bi; Zhewei Wei; Xu Chen; Yankai Lin; Xuchen Pan; Yaliang Li; Bolin Ding
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.78/
acl2025.csv
2,025
ACL
AD-LLM: Benchmarking Large Language Models for Anomaly Detection
Tiankai Yang; Yi Nian; Li Li; Ruiyao Xu; Yuangang Li; Jiaqi Li; Zhuo Xiao; Xiyang Hu; Ryan A. Rossi; Kaize Ding; Xia Hu; Yue Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.79/
acl2025.csv
2,025
ACL
RTADev: Intention Aligned Multi-Agent Framework for Software Development
Jie Liu; Guohua Wang; Ronghui Yang; Jiajie Zeng; Mengchen Zhao; Yi Cai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.80/
acl2025.csv
2,025
ACL
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
Shivam Shandilya; Menglin Xia; Supriyo Ghosh; Huiqiang Jiang; Jue Zhang; Qianhui Wu; Victor Rühle; Saravan Rajmohan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.81/
acl2025.csv
2,025
ACL
A Character-Centric Creative Story Generation via Imagination
Kyeongman Park; Minbeom Kim; Kyomin Jung
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.82/
acl2025.csv
2,025
ACL
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model
Minghan Wang; Viet Thanh Pham; Farhad Moghimifar; Thuy-Trang Vu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.83/
acl2025.csv
2,025
ACL
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Yang Zhang; Shixin Yang; Chenjia Bai; Fei Wu; Xiu Li; Zhen Wang; Xuelong Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.84/
acl2025.csv
2,025
ACL
UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions
Chuanyuan Tan; Wenbiao Shao; Hao Xiong; Tong Zhu; Zhenhua Liu; Kai Shi; Wenliang Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.85/
acl2025.csv
2,025
ACL
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks
Minjie Qiang; Zhongqing Wang; Xiaoyi Bao; HaoYuan Ma; Shoushan Li; Guodong Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.86/
acl2025.csv
2,025
ACL
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model
Chong Li; Yingzhuo Deng; Jiajun Zhang; Chengqing Zong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.87/
acl2025.csv
2,025
ACL
Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment
Fangxu Yu; Junjie Guo; Zhen Wu; Xinyu Dai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.88/
acl2025.csv
2,025
ACL
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic
Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu; Xianpei Han; Debing Zhang; Le Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.89/
acl2025.csv
2,025
ACL
Systematic Generalization in Language Models Scales with Information Entropy
Sondre Wold; Lucas Georges Gabriel Charpentier; Étienne Simon
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.90/
acl2025.csv
2,025
ACL
The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage
Byung-Doh Oh; Hongao Zhu; William Schuler
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.91/
acl2025.csv
2,025
ACL
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
Ganlin Xu; Zhoujia Zhang; Wangyi Mei; Jiaqing Liang; Weijia Lu; Xiaodong Zhang; Zhifei Yang; Xiaofeng Ma; Yanghua Xiao; Deqing Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.92/
acl2025.csv
2,025
ACL
‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF
Rena Wei Gao; Xuetong Wu; Siwen Luo; Caren Han; Feng Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.93/
acl2025.csv
2,025
ACL
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction
Qizhi Wan; Tao Liu; Changxuan Wan; Rong Hu; Keli Xiao; Yuxin Shuai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.94/
acl2025.csv
2,025
ACL
EXECUTE: A Multilingual Benchmark for LLM Token Understanding
Lukas Edman; Helmut Schmid; Alexander Fraser
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.95/
acl2025.csv
2,025
ACL
Explainable Hallucination through Natural Language Inference Mapping
Wei-Fan Chen; Zhixue Zhao; Akbar Karimi; Lucie Flek
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.96/
acl2025.csv
2,025
ACL
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
Hao Liu; Zhengren Wang; Xi Chen; Zhiyu Li; Feiyu Xiong; Qinhan Yu; Wentao Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.97/
acl2025.csv
2,025
ACL
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion
Markus Frohmann; Gabriel Meseguer-Brocal; Markus Schedl; Elena V. Epure
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.98/
acl2025.csv
2,025
ACL
Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models
Sangmin Woo; Donguk Kim; Jaehyuk Jang; Yubin Choi; Changick Kim
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.99/
acl2025.csv
2,025
ACL
SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage
Xiaoning Dong; Wenbo Hu; Wei Xu; Tianxing He
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.100/
acl2025.csv
2,025
ACL
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
Yifan Hu; Rui Liu; Yi Ren; Xiang Yin; Haizhou Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.101/
acl2025.csv